Pinned Repositories
CalendarGNN
Author: Daheng Wang (dwang8@nd.edu). KDD'20. Modeling temporal graphs.
CFLP
Author: Tong Zhao (tzhao2@nd.edu). ICML 2022. Learning from Counterfactual Links for Link Prediction
EDMem
Code for EMNLP 2022 paper "A Unified Encoder-Decoder Framework with Entity Memory"
GAug
Author: Tong Zhao (tzhao2@nd.edu). AAAI 2021. Data Augmentation for GNNs.
GenTaxo
The source code used for self-supervised taxonomy expansion method GenTaxo, published in KDD 2021.
InjType
Author: Xiangyu Dong (xdong2ps@gmail.com) and Wenhao Yu (wyu1@nd.edu). EMMLP 2021. News text generation.
MoKGE
Author: Wenhao Yu (wyu1@nd.edu). ACL 2022. Commonsense Reasoning on Knowledge Graph for Text Generation
SciKG
Author: Tianwen Jiang (tjiang2@nd.edu). KDD'19. Knowledge graph construction.
Table-of-Contents
Usage, novelty, and metadata of code repositories.
TransTQA
Author: Wenhao Yu (wyu1@nd.edu). EMNLP'20. Transfer Learning for Technical Question Answering.
DM2 Lab @ ND's Repositories
DM2-ND/MoKGE
Author: Wenhao Yu (wyu1@nd.edu). ACL 2022. Commonsense Reasoning on Knowledge Graph for Text Generation
DM2-ND/CFLP
Author: Tong Zhao (tzhao2@nd.edu). ICML 2022. Learning from Counterfactual Links for Link Prediction
DM2-ND/GenTaxo
The source code used for self-supervised taxonomy expansion method GenTaxo, published in KDD 2021.
DM2-ND/InjType
Author: Xiangyu Dong (xdong2ps@gmail.com) and Wenhao Yu (wyu1@nd.edu). EMMLP 2021. News text generation.
DM2-ND/CalendarGNN
Author: Daheng Wang (dwang8@nd.edu). KDD'20. Modeling temporal graphs.
DM2-ND/EDMem
Code for EMNLP 2022 paper "A Unified Encoder-Decoder Framework with Entity Memory"
DM2-ND/TransTQA
Author: Wenhao Yu (wyu1@nd.edu). EMNLP'20. Transfer Learning for Technical Question Answering.
DM2-ND/Table-of-Contents
Usage, novelty, and metadata of code repositories.
DM2-ND/Eland
Author: Tong Zhao (tzhao2@nd.edu). CIKM'21: Action Sequence Augmentation for Early Graph-based Anomaly Detection
DM2-ND/CoEvoGNN
Author: Daheng Wang (dwang8@nd.edu). DLG-KDD’20. Dynamic graphs representation learning.
DM2-ND/TUBE
Author: Daheng Wang (dwang8@nd.edu). KDD'19. Itemset representation learning.
DM2-ND/Auto-Instruct
Code repo for EMNLP 2023 paper "Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models"
DM2-ND/DCT
Code for NeurIPS'23 "Data-Centric Learning from Unlabeled Graphs with Diffusion Model"
DM2-ND/graph-data-augmentation-papers
A curated list of graph data augmentation papers.
DM2-ND/KENLG-Reading
Reading list for knowledge-enhanced text generation, with a survey
DM2-ND/Minimally_Edited_Questions
Data and code for TACL 2023 paper "Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions"
DM2-ND/GAug
Author: Tong Zhao (tzhao2@nd.edu). AAAI 2021. Data Augmentation for GNNs.
DM2-ND/AOO
Author: Tong Zhao (tzhao2@nd.edu). IEEE BigData'18. Actionable graph anomaly detection.
DM2-ND/CatchSync
Author: Meng Jiang (mjiang2@nd.edu). KDD'14 Best Paper Finalist/TKDD'16. Suspicious behavior detection. Synchronized behaviors.
DM2-ND/CatchTartan
Author: Meng Jiang (mjiang2@nd.edu). KDD'16. Event detection and summary.
DM2-ND/CrossSpot
Author: Meng Jiang (mjiang2@nd.edu). ICDM'15/TKDE'16. Suspicious behavior detection. Multi-dimensional data analysis.
DM2-ND/GAL
Author: Tong Zhao (tzhao2@nd.edu). TNNLS and CIKM'20. Graph anomaly detection.
DM2-ND/GREA
Source codes of Graph Rationalization with Environment-based Augmentations
DM2-ND/LockInfer
Author: Meng Jiang (mjiang2@nd.edu). PAKDD'14/KAIS'16. Suspicious behavior detection. Graph anomaly detection. Graph mining.
DM2-ND/MCD
DM2-ND/MetaPAD
Author: Meng Jiang (mjiang2@nd.edu). KDD'17. Information Extraction. Attribute Discovery. Meta Pattern Discovery from Massive Text Corpora.
DM2-ND/MIMO_CFE
Author: Tianwen Jiang (tjiang2@nd.edu). EMNLP'19. Knowledge graph construction.
DM2-ND/MoAMa-dev
DM2-ND/SGIR
Codes of KDD'23 "Semi-Supervised Graph Imbalanced Regression"
DM2-ND/TriTrain
Author: Qingkai Zeng (qzeng@nd.edu). EMNLP'20. Adaptive Scientific Named Entity Recognition (SciNER).